The world's most accurate thermal intelligence
constellr (constellr.com) scores 74 out of 100 on Brand Analyzer, placing it in the Brand-Ready tier among Technology brands, Energy & Utilities brands, Government brands, in the 36th percentile of 37401 Technology brands.
constellr is a space technology company that designs and operates custom satellites to produce calibrated thermal intelligence data about Earth's surface. Its mission is to build a 'thermal intelligence atlas' of the planet to support climate action and sustainable resource management. The company states its data reaches ±1-2K accuracy and reveals human activity, infrastructure load, and environmental stress not visible via optical or radar systems. constellr positions itself as a provider of guaranteed, zero-foreign-dependency thermal satellite data for governments, enterprises, and organizations working on climate, infrastructure, and environmental intelligence.
| Brand Name | constellr |
|---|---|
| Domain | constellr.com |
| Industry | Technology, Energy & Utilities |
| Main Competitors | Satellite Vu (77/100), OroraTech (79/100), Planet Labs (93/100), ICEYE (85/100), Descartes Labs |
Moz Domain Authority 33/100 vs category average 40 / leader 100 - limited third-party links, so AI systems rarely encounter mentions of the brand.
Ranked #4,133,134 on the Tranco list of most-visited sites - modest traffic makes the brand easy for AI models to overlook.
No Wikipedia presence was found - a major gap, since Wikipedia is among the most heavily weighted sources in AI training data.
The homepage meta description reads "Unparalleled insights for climate action and sustainable resource use. At constellr, we harness proprietary space-based technology to develop a thermal intelligence atlas of our pl…" (Meta description: 25 words (ideal length). OG description present and descriptive) - this is the summary AI engines are most likely to quote.
Structured data on the homepage: 1 JSON-LD block(s), Organization schema, og:title, og:description, og:image, og:type, Twitter cards. Adding FAQ schema would further help AI crawlers parse the brand's identity.
AI-crawler access: robots.txt present, no AI bot restrictions - robots.txt controls whether engines like GPTBot and ClaudeBot can read the site at all.
Detected tech stack: Cloudflare, Webflow, HubSpot.
Social footprint: verified profiles on LinkedIn, YouTube, Facebook, Instagram, GitHub; no detected presence on X (Twitter) - consistent profiles reinforce the brand's identity across the web.
0 Reddit mentions - community discussion signals real-world reputation to AI models.
Live results from asking a general-purpose AI assistant about the brand, checked September 2026.
When asked "What is constellr?", Claude could identify the brand as of September 2026. constellr is a German space-tech startup that builds thermal-infrared satellite constellations to provide high-resolution Earth surface temperature data, primarily aimed at supporting sustainable agriculture, water management, and climate monitoring. Best known for Developing satellite-based land surface temperature and water stress monitoring using thermal infrared imaging.
When asked "Best brands similar to constellr?", Claude would recommend constellr as of September 2026. It's a notable and rising player in the Earth observation and climate-tech satellite space, especially for thermal data applications in agriculture and sustainability.
Common questions people ask in Google, ChatGPT, Claude, Gemini, Perplexity, and other AI search engines.
constellr's main competitors in Technology: Satellite Vu (77/100), OroraTech (79/100), Planet Labs (93/100), ICEYE (85/100).
Sources: Brand Analyzer scan
constellr offers space-based thermal intelligence services built on its own satellite constellation. Its core offering is calibrated thermal data (with stated ±1-2K accuracy) delivered as an end-to-end system, intended for applications in climate monitoring, sustainable resource management, and infrastructure oversight for government and enterprise clients.
Sources: constellr official site
constellr is a company that builds and operates proprietary satellites to generate calibrated thermal intelligence data about Earth's surface, aiming to create a 'thermal intelligence atlas' of the planet for use in climate action and sustainable resource management.
Sources: constellr official site
constellr has limited AI-search visibility, scoring 30/100 on Brand Analyzer's AI visibility composite (visibility 19, trust 33, recommendation 48). This estimates how likely AI engines like ChatGPT, Claude, Gemini and Perplexity are to know, trust, and recommend the brand.
Sources: constellr official site
constellr designs, builds, and operates custom satellites that capture thermal data of the Earth's surface. It processes this data into decision-grade, calibrated thermal intelligence with claimed ±1-2K accuracy, which can reveal patterns such as human activity, infrastructure load, and environmental stress that are not visible through optical or radar imaging systems.
Sources: constellr official site
constellr scores 48/100 on Brand Analyzer's AI recommendation signal, indicating it is less likely to be surfaced when AI assistants like ChatGPT suggest Technology options. Recommendation depends on crawlability, structured data, and category authority.
Sources: constellr official site
constellr can improve AI discoverability by strengthening structured data (Organization and FAQ schema), maintaining an accurate Wikipedia/Wikidata entity, earning authoritative citations, and keeping content crawlable for AI bots. Brand Analyzer measures these as visibility, trust, and recommendation signals.
Sources: constellr official site
constellr is known for developing space-based thermal intelligence technology, specifically for its focus on calibrated, decision-grade thermal satellite data used in climate action and sustainable resource monitoring. It emphasizes an end-to-end system with guaranteed accuracy and no foreign dependency in its data supply chain.
Sources: constellr official site
constellr's target users are governments, enterprises, and organizations involved in climate action, sustainable resource management, infrastructure monitoring, and environmental intelligence work.
Sources: constellr official site
constellr scores 30/100 for AI visibility - how well ChatGPT, Claude, Perplexity and Google AI Overviews can discover, identify and cite the brand.
constellr has a weak AI-visibility profile at 30/100 - a proxy for how readily ChatGPT, Perplexity and Google's AI Overviews can recognise and cite it. Its strongest area is recommendation likelihood (48/100) and its weakest is visibility (19/100). It benefits from a Wikidata knowledge-graph entry, a global traffic rank of #4,133,134 (Tranco) and open access for AI crawlers (GPTBot, ClaudeBot, etc.). The main gaps holding it back: no clear Wikipedia entity to anchor it in LLM training data, a low Moz Domain Authority of 33/100 and no llms.txt to steer AI to its best pages. In a live check, Claude could already identify constellr from memory (September 2026) - a sign these signals are paying off.
The score combines seven dimensions - name quality, digital presence, visual identity, messaging clarity, trust foundation, AI discoverability, and brand authority - into a single objective benchmark.
Ranked closest to constellr: Console.dev (74/100), Console (Reapit PM) (74/100), ConstructConnect (74/100), Construct 3 (74/100).
A step up - brands to learn from: Zymo Research (81/100), Zuppler (81/100).
Category leader: Hostinger (97/100).
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